LightGBM to predict Malware using CTU-13 Repository
Data is avaliable here: https://mcfp.weebly.com/ctu-malware-capture-botnet-42.html
File: Netflow - capture20110810.pcap.netflow.labeled
Main packages:
- Numpy, Pandas
- Matplotlib 3.1.2 (latest) - pip install matplotlib
- Sklearn
- SHAP (Feature Importance) - pip install shap
- Category Encoders - pip install category_encoders
- LightGBM - pip install lightgbm
- Scikit-Optimize - pip install scikit-optimize